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Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts


Oct 10, 2022
Cicero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-hsuan Sung

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SKILL: Structured Knowledge Infusion for Large Language Models


May 17, 2022
Fedor Moiseev, Zhe Dong, Enrique Alfonseca, Martin Jaggi

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* NAACL 2022 

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Exploring Dual Encoder Architectures for Question Answering


Apr 14, 2022
Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni

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Coupled Gradient Estimators for Discrete Latent Variables


Jun 15, 2021
Zhe Dong, Andriy Mnih, George Tucker

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* Under Review 

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DisARM: An Antithetic Gradient Estimator for Binary Latent Variables


Jun 18, 2020
Zhe Dong, Andriy Mnih, George Tucker

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Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems


Oct 21, 2019
Zhe Dong, Bryan A. Seybold, Kevin P. Murphy, Hung H. Bui

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On Predictive Information Sub-optimality of RNNs


Oct 21, 2019
Zhe Dong, Deniz Oktay, Ben Poole, Alexander A. Alemi

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